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    ¯Ê¹j-  ã                   @   s^   d Z ddlZddlZddlmZ zddlZW n ek
r@   Y nX ddœdd„Zd
dd	„ZdS )zF Summary utilities

Hacked together by / Copyright 2020 Ross Wightman
é    N)ÚOrderedDictF)Úincc                G   s†   t jj| f|žŽ }t j |¡s*t  |¡ nX|r‚d}|d t|ƒ }t j |¡rt|d }|d t|ƒ }|dk sBt‚qB|}t  |¡ |S )Né   ú-éd   )ÚosÚpathÚjoinÚexistsÚmakedirsÚstrÚAssertionError)r   r   ÚpathsZoutdirÚcountZ
outdir_inc© r   úQ/var/www/html/bwave/python/venv/lib/python3.8/site-packages/timm/utils/summary.pyÚ
get_outdir   s    
r   c           
   	   C   s    t | d�}| dd„ | ¡ D ƒ¡ |r>| dd„ | ¡ D ƒ¡ |d k	rN||d< |r\t |¡ t|dd��.}tj|| ¡ d�}	|rˆ|	 	¡  |	 
|¡ W 5 Q R X d S )	N)Úepochc                 S   s   g | ]\}}d | |f‘qS )Ztrain_r   ©Ú.0ÚkÚvr   r   r   Ú
<listcomp>(   s     z"update_summary.<locals>.<listcomp>c                 S   s   g | ]\}}d | |f‘qS )Zeval_r   r   r   r   r   r   *   s     ÚlrÚa)Úmode)Ú
fieldnames)r   ÚupdateÚitemsÚwandbÚlogÚopenÚcsvÚ
DictWriterÚkeysÚwriteheaderÚwriterow)
r   Ztrain_metricsZeval_metricsÚfilenamer   Zwrite_headerZ	log_wandbZrowdÚcfZdwr   r   r   Úupdate_summary   s    	

r)   )NFF)	Ú__doc__r"   r   Úcollectionsr   r   ÚImportErrorr   r)   r   r   r   r   Ú<module>   s      ù